Dataset statistics
| Number of variables | 23 |
|---|---|
| Number of observations | 3660 |
| Missing cells | 6621 |
| Missing cells (%) | 7.9% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 686.2 KiB |
| Average record size in memory | 192.0 B |
Variable types
| Categorical | 13 |
|---|---|
| Numeric | 10 |
society has a high cardinality: 674 distinct values | High cardinality |
sector has a high cardinality: 113 distinct values | High cardinality |
areaWithType has a high cardinality: 2349 distinct values | High cardinality |
price is highly overall correlated with price_per_sqft and 7 other fields | High correlation |
price_per_sqft is highly overall correlated with price | High correlation |
area is highly overall correlated with price and 5 other fields | High correlation |
bedRoom is highly overall correlated with price and 5 other fields | High correlation |
bathroom is highly overall correlated with price and 5 other fields | High correlation |
super_built_up_area is highly overall correlated with price and 7 other fields | High correlation |
built_up_area is highly overall correlated with price and 4 other fields | High correlation |
carpet_area is highly overall correlated with price and 5 other fields | High correlation |
property_type is highly overall correlated with price and 2 other fields | High correlation |
facing is highly overall correlated with built_up_area | High correlation |
servant room is highly overall correlated with bathroom and 1 other fields | High correlation |
store room is highly imbalanced (55.8%) | Imbalance |
others is highly imbalanced (50.1%) | Imbalance |
facing has 1039 (28.4%) missing values | Missing |
super_built_up_area has 1785 (48.8%) missing values | Missing |
built_up_area has 1986 (54.3%) missing values | Missing |
carpet_area has 1791 (48.9%) missing values | Missing |
area is highly skewed (γ1 = 29.73095613) | Skewed |
built_up_area is highly skewed (γ1 = 40.52309524) | Skewed |
carpet_area is highly skewed (γ1 = 24.31382719) | Skewed |
floorNum has 129 (3.5%) zeros | Zeros |
luxury_score has 459 (12.5%) zeros | Zeros |
Reproduction
| Analysis started | 2023-12-05 15:45:48.459712 |
|---|---|
| Analysis finished | 2023-12-05 15:46:01.214910 |
| Duration | 12.76 seconds |
| Software version | ydata-profiling v0.0.dev0 |
| Download configuration | config.json |
property_type
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 57.2 KiB |
| flat | |
|---|---|
| house |
Length
| Max length | 5 |
|---|---|
| Median length | 4 |
| Mean length | 4.2303279 |
| Min length | 4 |
Characters and Unicode
| Total characters | 15483 |
|---|---|
| Distinct characters | 9 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | flat |
|---|---|
| 2nd row | flat |
| 3rd row | flat |
| 4th row | flat |
| 5th row | flat |
Common Values
| Value | Count | Frequency (%) |
| flat | 2817 | |
| house | 843 | 23.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| flat | 2817 | |
| house | 843 | 23.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| f | 2817 | |
| l | 2817 | |
| a | 2817 | |
| t | 2817 | |
| h | 843 | 5.4% |
| o | 843 | 5.4% |
| u | 843 | 5.4% |
| s | 843 | 5.4% |
| e | 843 | 5.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 15483 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| f | 2817 | |
| l | 2817 | |
| a | 2817 | |
| t | 2817 | |
| h | 843 | 5.4% |
| o | 843 | 5.4% |
| u | 843 | 5.4% |
| s | 843 | 5.4% |
| e | 843 | 5.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 15483 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| f | 2817 | |
| l | 2817 | |
| a | 2817 | |
| t | 2817 | |
| h | 843 | 5.4% |
| o | 843 | 5.4% |
| u | 843 | 5.4% |
| s | 843 | 5.4% |
| e | 843 | 5.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 15483 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| f | 2817 | |
| l | 2817 | |
| a | 2817 | |
| t | 2817 | |
| h | 843 | 5.4% |
| o | 843 | 5.4% |
| u | 843 | 5.4% |
| s | 843 | 5.4% |
| e | 843 | 5.4% |
society
Categorical
| Distinct | 674 |
|---|---|
| Distinct (%) | 18.4% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 57.2 KiB |
| independent | |
|---|---|
| tulip violet | 75 |
| ss the leaf | 73 |
| dlf new town heights | 42 |
| shapoorji pallonji joyville gurugram | 42 |
| Other values (669) |
Length
| Max length | 49 |
|---|---|
| Median length | 39 |
| Mean length | 16.86909 |
| Min length | 1 |
Characters and Unicode
| Total characters | 61724 |
|---|---|
| Distinct characters | 41 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 307 ? |
|---|---|
| Unique (%) | 8.4% |
Sample
| 1st row | shree vardhman victoria |
|---|---|
| 2nd row | supertech araville |
| 3rd row | ss the leaf |
| 4th row | dlf new town heights |
| 5th row | chd avenue |
Common Values
| Value | Count | Frequency (%) |
| independent | 481 | 13.1% |
| tulip violet | 75 | 2.0% |
| ss the leaf | 73 | 2.0% |
| dlf new town heights | 42 | 1.1% |
| shapoorji pallonji joyville gurugram | 42 | 1.1% |
| signature global park | 35 | 1.0% |
| shree vardhman victoria | 34 | 0.9% |
| emaar mgf emerald floors premier | 32 | 0.9% |
| smart world orchard | 32 | 0.9% |
| dlf the ultima | 31 | 0.8% |
| Other values (664) | 2782 |
Length
| Value | Count | Frequency (%) |
| independent | 486 | 5.0% |
| the | 350 | 3.6% |
| dlf | 219 | 2.3% |
| park | 209 | 2.2% |
| city | 163 | 1.7% |
| m3m | 152 | 1.6% |
| global | 152 | 1.6% |
| emaar | 151 | 1.6% |
| signature | 149 | 1.5% |
| heights | 134 | 1.4% |
| Other values (783) | 7470 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 6672 | 10.8% |
| 5978 | 9.7% | |
| a | 5836 | 9.5% |
| r | 4153 | 6.7% |
| n | 4138 | 6.7% |
| i | 3814 | 6.2% |
| t | 3702 | 6.0% |
| s | 3464 | 5.6% |
| l | 2927 | 4.7% |
| o | 2744 | 4.4% |
| Other values (31) | 18296 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 55203 | |
| Space Separator | 5978 | 9.7% |
| Decimal Number | 525 | 0.9% |
| Other Punctuation | 10 | < 0.1% |
| Dash Punctuation | 8 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 6672 | |
| a | 5836 | 10.6% |
| r | 4153 | 7.5% |
| n | 4138 | 7.5% |
| i | 3814 | 6.9% |
| t | 3702 | 6.7% |
| s | 3464 | 6.3% |
| l | 2927 | 5.3% |
| o | 2744 | 5.0% |
| d | 2473 | 4.5% |
| Other values (16) | 15280 |
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 206 | |
| 2 | 81 | 15.4% |
| 1 | 75 | 14.3% |
| 6 | 56 | 10.7% |
| 8 | 32 | 6.1% |
| 4 | 19 | 3.6% |
| 5 | 17 | 3.2% |
| 0 | 13 | 2.5% |
| 9 | 13 | 2.5% |
| 7 | 13 | 2.5% |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 7 | |
| / | 2 | 20.0% |
| . | 1 | 10.0% |
Space Separator
| Value | Count | Frequency (%) |
| 5978 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 8 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 55203 | |
| Common | 6521 | 10.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 6672 | |
| a | 5836 | 10.6% |
| r | 4153 | 7.5% |
| n | 4138 | 7.5% |
| i | 3814 | 6.9% |
| t | 3702 | 6.7% |
| s | 3464 | 6.3% |
| l | 2927 | 5.3% |
| o | 2744 | 5.0% |
| d | 2473 | 4.5% |
| Other values (16) | 15280 |
Common
| Value | Count | Frequency (%) |
| 5978 | ||
| 3 | 206 | 3.2% |
| 2 | 81 | 1.2% |
| 1 | 75 | 1.2% |
| 6 | 56 | 0.9% |
| 8 | 32 | 0.5% |
| 4 | 19 | 0.3% |
| 5 | 17 | 0.3% |
| 0 | 13 | 0.2% |
| 9 | 13 | 0.2% |
| Other values (5) | 31 | 0.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 61724 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 6672 | 10.8% |
| 5978 | 9.7% | |
| a | 5836 | 9.5% |
| r | 4153 | 6.7% |
| n | 4138 | 6.7% |
| i | 3814 | 6.2% |
| t | 3702 | 6.0% |
| s | 3464 | 5.6% |
| l | 2927 | 4.7% |
| o | 2744 | 4.4% |
| Other values (31) | 18296 |
sector
Categorical
| Distinct | 113 |
|---|---|
| Distinct (%) | 3.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 57.2 KiB |
| sohna road | 154 |
|---|---|
| sector 85 | 108 |
| sector 102 | 107 |
| sector 92 | 100 |
| sector 69 | 93 |
| Other values (108) |
Length
| Max length | 26 |
|---|---|
| Median length | 9 |
| Mean length | 9.3224044 |
| Min length | 7 |
Characters and Unicode
| Total characters | 34120 |
|---|---|
| Distinct characters | 31 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | sector 70 |
|---|---|
| 2nd row | sector 79 |
| 3rd row | sector 85 |
| 4th row | sector 90 |
| 5th row | sector 71 |
Common Values
| Value | Count | Frequency (%) |
| sohna road | 154 | 4.2% |
| sector 85 | 108 | 3.0% |
| sector 102 | 107 | 2.9% |
| sector 92 | 100 | 2.7% |
| sector 69 | 93 | 2.5% |
| sector 90 | 89 | 2.4% |
| sector 81 | 87 | 2.4% |
| sector 65 | 87 | 2.4% |
| sector 109 | 86 | 2.3% |
| sector 79 | 76 | 2.1% |
| Other values (103) | 2673 |
Length
| Value | Count | Frequency (%) |
| sector | 3435 | |
| road | 178 | 2.4% |
| sohna | 166 | 2.3% |
| 85 | 108 | 1.5% |
| 102 | 107 | 1.5% |
| 92 | 100 | 1.4% |
| 69 | 93 | 1.3% |
| 90 | 89 | 1.2% |
| 81 | 87 | 1.2% |
| 65 | 87 | 1.2% |
| Other values (106) | 2898 |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 3790 | |
| 3688 | ||
| s | 3680 | |
| r | 3680 | |
| e | 3525 | |
| c | 3486 | |
| t | 3446 | |
| 1 | 1071 | 3.1% |
| 0 | 802 | 2.4% |
| 8 | 778 | 2.3% |
| Other values (21) | 6174 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 23197 | |
| Decimal Number | 7235 | 21.2% |
| Space Separator | 3688 | 10.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 3790 | |
| s | 3680 | |
| r | 3680 | |
| e | 3525 | |
| c | 3486 | |
| t | 3446 | |
| a | 699 | 3.0% |
| d | 249 | 1.1% |
| n | 221 | 1.0% |
| h | 203 | 0.9% |
| Other values (10) | 218 | 0.9% |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 1071 | |
| 0 | 802 | |
| 8 | 778 | |
| 9 | 763 | |
| 6 | 734 | |
| 7 | 684 | |
| 2 | 672 | |
| 3 | 661 | |
| 5 | 589 | |
| 4 | 481 |
Space Separator
| Value | Count | Frequency (%) |
| 3688 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 23197 | |
| Common | 10923 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 3790 | |
| s | 3680 | |
| r | 3680 | |
| e | 3525 | |
| c | 3486 | |
| t | 3446 | |
| a | 699 | 3.0% |
| d | 249 | 1.1% |
| n | 221 | 1.0% |
| h | 203 | 0.9% |
| Other values (10) | 218 | 0.9% |
Common
| Value | Count | Frequency (%) |
| 3688 | ||
| 1 | 1071 | 9.8% |
| 0 | 802 | 7.3% |
| 8 | 778 | 7.1% |
| 9 | 763 | 7.0% |
| 6 | 734 | 6.7% |
| 7 | 684 | 6.3% |
| 2 | 672 | 6.2% |
| 3 | 661 | 6.1% |
| 5 | 589 | 5.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 34120 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 3790 | |
| 3688 | ||
| s | 3680 | |
| r | 3680 | |
| e | 3525 | |
| c | 3486 | |
| t | 3446 | |
| 1 | 1071 | 3.1% |
| 0 | 802 | 2.4% |
| 8 | 778 | 2.3% |
| Other values (21) | 6174 |
price
Real number (ℝ)
| Distinct | 473 |
|---|---|
| Distinct (%) | 12.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.5336639 |
| Minimum | 0.07 |
|---|---|
| Maximum | 31.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.2 KiB |
Quantile statistics
| Minimum | 0.07 |
|---|---|
| 5-th percentile | 0.37 |
| Q1 | 0.95 |
| median | 1.52 |
| Q3 | 2.75 |
| 95-th percentile | 8.5 |
| Maximum | 31.5 |
| Range | 31.43 |
| Interquartile range (IQR) | 1.8 |
Descriptive statistics
| Standard deviation | 2.9806235 |
|---|---|
| Coefficient of variation (CV) | 1.1764084 |
| Kurtosis | 14.933373 |
| Mean | 2.5336639 |
| Median Absolute Deviation (MAD) | 0.72 |
| Skewness | 3.2791705 |
| Sum | 9273.21 |
| Variance | 8.8841164 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.25 | 80 | 2.2% |
| 1.5 | 64 | 1.7% |
| 1.2 | 64 | 1.7% |
| 0.9 | 63 | 1.7% |
| 1.1 | 62 | 1.7% |
| 1.4 | 60 | 1.6% |
| 1.3 | 57 | 1.6% |
| 0.95 | 52 | 1.4% |
| 2 | 52 | 1.4% |
| 1.6 | 48 | 1.3% |
| Other values (463) | 3058 |
| Value | Count | Frequency (%) |
| 0.07 | 1 | < 0.1% |
| 0.16 | 1 | < 0.1% |
| 0.17 | 1 | < 0.1% |
| 0.19 | 1 | < 0.1% |
| 0.2 | 8 | |
| 0.21 | 6 | |
| 0.22 | 8 | |
| 0.23 | 1 | < 0.1% |
| 0.24 | 6 | |
| 0.25 | 11 |
| Value | Count | Frequency (%) |
| 31.5 | 1 | < 0.1% |
| 27.5 | 1 | < 0.1% |
| 26 | 2 | |
| 25 | 1 | < 0.1% |
| 24 | 1 | < 0.1% |
| 23 | 1 | < 0.1% |
| 22 | 1 | < 0.1% |
| 20 | 3 | |
| 19.5 | 2 | |
| 19 | 3 |
price_per_sqft
Real number (ℝ)
| Distinct | 2651 |
|---|---|
| Distinct (%) | 72.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13892.668 |
| Minimum | 4 |
|---|---|
| Maximum | 600000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.2 KiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 4715.95 |
| Q1 | 6817.25 |
| median | 9020 |
| Q3 | 13880.5 |
| 95-th percentile | 33333 |
| Maximum | 600000 |
| Range | 599996 |
| Interquartile range (IQR) | 7063.25 |
Descriptive statistics
| Standard deviation | 23210.067 |
|---|---|
| Coefficient of variation (CV) | 1.6706702 |
| Kurtosis | 186.92801 |
| Mean | 13892.668 |
| Median Absolute Deviation (MAD) | 2794 |
| Skewness | 11.43719 |
| Sum | 50847166 |
| Variance | 5.3870722 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10000 | 27 | 0.7% |
| 8000 | 19 | 0.5% |
| 5000 | 17 | 0.5% |
| 12500 | 14 | 0.4% |
| 11111 | 13 | 0.4% |
| 22222 | 13 | 0.4% |
| 6666 | 13 | 0.4% |
| 7500 | 12 | 0.3% |
| 8333 | 12 | 0.3% |
| 6000 | 11 | 0.3% |
| Other values (2641) | 3509 |
| Value | Count | Frequency (%) |
| 4 | 1 | |
| 5 | 1 | |
| 7 | 1 | |
| 9 | 1 | |
| 53 | 1 | |
| 57 | 1 | |
| 58 | 2 | |
| 60 | 1 | |
| 61 | 1 | |
| 79 | 1 |
| Value | Count | Frequency (%) |
| 600000 | 1 | |
| 400000 | 1 | |
| 315789 | 1 | |
| 308333 | 1 | |
| 290948 | 1 | |
| 283333 | 1 | |
| 266666 | 1 | |
| 261194 | 1 | |
| 245398 | 1 | |
| 241666 | 1 |
area
Real number (ℝ)
HIGH CORRELATION  SKEWED 
| Distinct | 1312 |
|---|---|
| Distinct (%) | 35.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2888.3311 |
| Minimum | 50 |
|---|---|
| Maximum | 875000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.2 KiB |
Quantile statistics
| Minimum | 50 |
|---|---|
| 5-th percentile | 518.85 |
| Q1 | 1232.25 |
| median | 1733 |
| Q3 | 2300 |
| 95-th percentile | 4246.2 |
| Maximum | 875000 |
| Range | 874950 |
| Interquartile range (IQR) | 1067.75 |
Descriptive statistics
| Standard deviation | 23167.506 |
|---|---|
| Coefficient of variation (CV) | 8.0210699 |
| Kurtosis | 942.02903 |
| Mean | 2888.3311 |
| Median Absolute Deviation (MAD) | 533 |
| Skewness | 29.730956 |
| Sum | 10571292 |
| Variance | 5.3673333 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1650 | 54 | 1.5% |
| 1350 | 48 | 1.3% |
| 1800 | 47 | 1.3% |
| 1950 | 43 | 1.2% |
| 3240 | 43 | 1.2% |
| 2700 | 39 | 1.1% |
| 900 | 38 | 1.0% |
| 2000 | 33 | 0.9% |
| 2250 | 25 | 0.7% |
| 2400 | 23 | 0.6% |
| Other values (1302) | 3267 |
| Value | Count | Frequency (%) |
| 50 | 4 | |
| 55 | 1 | < 0.1% |
| 56 | 1 | < 0.1% |
| 57 | 1 | < 0.1% |
| 60 | 2 | |
| 61 | 1 | < 0.1% |
| 67 | 2 | |
| 70 | 1 | < 0.1% |
| 72 | 1 | < 0.1% |
| 76 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 875000 | 1 | |
| 642857 | 1 | |
| 620000 | 1 | |
| 566667 | 1 | |
| 215517 | 1 | |
| 98978 | 1 | |
| 82781 | 1 | |
| 65517 | 2 | |
| 65261 | 1 | |
| 58228 | 1 |
areaWithType
Categorical
| Distinct | 2349 |
|---|---|
| Distinct (%) | 64.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 57.2 KiB |
| Plot area 360(301.01 sq.m.) | 36 |
|---|---|
| Plot area 300(250.84 sq.m.) | 26 |
| Plot area 200(167.23 sq.m.) | 19 |
| Plot area 502(419.74 sq.m.) | 18 |
| Super Built up area 1578(146.6 sq.m.) | 17 |
| Other values (2344) |
Length
| Max length | 124 |
|---|---|
| Median length | 119 |
| Mean length | 54.300273 |
| Min length | 12 |
Characters and Unicode
| Total characters | 198739 |
|---|---|
| Distinct characters | 35 |
| Distinct categories | 7 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1846 ? |
|---|---|
| Unique (%) | 50.4% |
Sample
| 1st row | Super Built up area 1950(181.16 sq.m.)Carpet area: 1161 sq.ft. (107.86 sq.m.) |
|---|---|
| 2nd row | Super Built up area 1295(120.31 sq.m.)Carpet area: 1250 sq.ft. (116.13 sq.m.) |
| 3rd row | Super Built up area 1772(164.62 sq.m.)Built Up area: 1300 sq.ft. (120.77 sq.m.)Carpet area: 916 sq.ft. (85.1 sq.m.) |
| 4th row | Carpet area: 1447 (134.43 sq.m.) |
| 5th row | Super Built up area 1198(111.3 sq.m.) |
Common Values
| Value | Count | Frequency (%) |
| Plot area 360(301.01 sq.m.) | 36 | 1.0% |
| Plot area 300(250.84 sq.m.) | 26 | 0.7% |
| Plot area 200(167.23 sq.m.) | 19 | 0.5% |
| Plot area 502(419.74 sq.m.) | 18 | 0.5% |
| Super Built up area 1578(146.6 sq.m.) | 17 | 0.5% |
| Super Built up area 1950(181.16 sq.m.)Carpet area: 1161 sq.ft. (107.86 sq.m.) | 17 | 0.5% |
| Plot area 270(225.75 sq.m.) | 16 | 0.4% |
| Super Built up area 1350(125.42 sq.m.) | 15 | 0.4% |
| Plot area 150(125.42 sq.m.) | 14 | 0.4% |
| Super Built up area 2010(186.74 sq.m.) | 14 | 0.4% |
| Other values (2339) | 3468 |
Length
| Value | Count | Frequency (%) |
| area | 5551 | |
| sq.m | 3638 | |
| up | 3015 | 10.0% |
| built | 2314 | 7.7% |
| super | 1875 | 6.2% |
| sq.ft | 1751 | 5.8% |
| sq.m.)carpet | 1183 | 3.9% |
| sq.m.)built | 699 | 2.3% |
| carpet | 682 | 2.3% |
| plot | 667 | 2.2% |
| Other values (2840) | 8665 |
Most occurring characters
| Value | Count | Frequency (%) |
| 26380 | 13.3% | |
| . | 20317 | 10.2% |
| a | 13102 | 6.6% |
| r | 9426 | 4.7% |
| e | 9295 | 4.7% |
| 1 | 9193 | 4.6% |
| s | 7535 | 3.8% |
| q | 7404 | 3.7% |
| t | 7302 | 3.7% |
| u | 6765 | 3.4% |
| Other values (25) | 82020 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 82487 | |
| Decimal Number | 46954 | |
| Space Separator | 26380 | 13.3% |
| Other Punctuation | 23326 | 11.7% |
| Uppercase Letter | 8566 | 4.3% |
| Close Punctuation | 5513 | 2.8% |
| Open Punctuation | 5513 | 2.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 13102 | |
| r | 9426 | |
| e | 9295 | |
| s | 7535 | |
| q | 7404 | |
| t | 7302 | |
| u | 6765 | |
| p | 6759 | |
| m | 5522 | |
| l | 3682 | 4.5% |
| Other values (5) | 5695 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 9193 | |
| 0 | 6590 | |
| 2 | 5661 | |
| 5 | 4692 | |
| 3 | 3944 | |
| 4 | 3689 | |
| 6 | 3659 | 7.8% |
| 7 | 3240 | 6.9% |
| 8 | 3152 | 6.7% |
| 9 | 3134 | 6.7% |
Uppercase Letter
| Value | Count | Frequency (%) |
| B | 3015 | |
| S | 1875 | |
| C | 1869 | |
| U | 1140 | 13.3% |
| P | 667 | 7.8% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 20317 | |
| : | 3009 | 12.9% |
Space Separator
| Value | Count | Frequency (%) |
| 26380 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 5513 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 5513 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 107686 | |
| Latin | 91053 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 13102 | |
| r | 9426 | |
| e | 9295 | |
| s | 7535 | |
| q | 7404 | |
| t | 7302 | |
| u | 6765 | |
| p | 6759 | |
| m | 5522 | 6.1% |
| l | 3682 | 4.0% |
| Other values (10) | 14261 |
Common
| Value | Count | Frequency (%) |
| 26380 | ||
| . | 20317 | |
| 1 | 9193 | 8.5% |
| 0 | 6590 | 6.1% |
| 2 | 5661 | 5.3% |
| ) | 5513 | 5.1% |
| ( | 5513 | 5.1% |
| 5 | 4692 | 4.4% |
| 3 | 3944 | 3.7% |
| 4 | 3689 | 3.4% |
| Other values (5) | 16194 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 198739 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 26380 | 13.3% | |
| . | 20317 | 10.2% |
| a | 13102 | 6.6% |
| r | 9426 | 4.7% |
| e | 9295 | 4.7% |
| 1 | 9193 | 4.6% |
| s | 7535 | 3.8% |
| q | 7404 | 3.7% |
| t | 7302 | 3.7% |
| u | 6765 | 3.4% |
| Other values (25) | 82020 |
bedRoom
Real number (ℝ)
| Distinct | 19 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.3480874 |
| Minimum | 1 |
|---|---|
| Maximum | 21 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 6 |
| Maximum | 21 |
| Range | 20 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.8800121 |
|---|---|
| Coefficient of variation (CV) | 0.56151823 |
| Kurtosis | 18.504495 |
| Mean | 3.3480874 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 3.5004336 |
| Sum | 12254 |
| Variance | 3.5344456 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 1496 | |
| 2 | 940 | |
| 4 | 659 | |
| 5 | 200 | 5.5% |
| 1 | 124 | 3.4% |
| 6 | 73 | 2.0% |
| 9 | 40 | 1.1% |
| 8 | 30 | 0.8% |
| 7 | 28 | 0.8% |
| 12 | 27 | 0.7% |
| Other values (9) | 43 | 1.2% |
| Value | Count | Frequency (%) |
| 1 | 124 | 3.4% |
| 2 | 940 | |
| 3 | 1496 | |
| 4 | 659 | |
| 5 | 200 | 5.5% |
| 6 | 73 | 2.0% |
| 7 | 28 | 0.8% |
| 8 | 30 | 0.8% |
| 9 | 40 | 1.1% |
| 10 | 20 | 0.5% |
| Value | Count | Frequency (%) |
| 21 | 1 | < 0.1% |
| 20 | 1 | < 0.1% |
| 19 | 2 | 0.1% |
| 18 | 2 | 0.1% |
| 16 | 11 | |
| 14 | 1 | < 0.1% |
| 13 | 4 | 0.1% |
| 12 | 27 | |
| 11 | 1 | < 0.1% |
| 10 | 20 |
bathroom
Real number (ℝ)
| Distinct | 19 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.4131148 |
| Minimum | 1 |
|---|---|
| Maximum | 21 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 6 |
| Maximum | 21 |
| Range | 20 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.9291474 |
|---|---|
| Coefficient of variation (CV) | 0.56521611 |
| Kurtosis | 17.899933 |
| Mean | 3.4131148 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 3.2651882 |
| Sum | 12492 |
| Variance | 3.7216099 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 1076 | |
| 2 | 1045 | |
| 4 | 818 | |
| 5 | 289 | 7.9% |
| 1 | 155 | 4.2% |
| 6 | 117 | 3.2% |
| 9 | 40 | 1.1% |
| 7 | 38 | 1.0% |
| 8 | 24 | 0.7% |
| 12 | 21 | 0.6% |
| Other values (9) | 37 | 1.0% |
| Value | Count | Frequency (%) |
| 1 | 155 | 4.2% |
| 2 | 1045 | |
| 3 | 1076 | |
| 4 | 818 | |
| 5 | 289 | 7.9% |
| 6 | 117 | 3.2% |
| 7 | 38 | 1.0% |
| 8 | 24 | 0.7% |
| 9 | 40 | 1.1% |
| 10 | 9 | 0.2% |
| Value | Count | Frequency (%) |
| 21 | 1 | < 0.1% |
| 20 | 3 | 0.1% |
| 18 | 4 | 0.1% |
| 17 | 3 | 0.1% |
| 16 | 7 | 0.2% |
| 14 | 2 | 0.1% |
| 13 | 4 | 0.1% |
| 12 | 21 | |
| 11 | 4 | 0.1% |
| 10 | 9 |
balcony
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 57.2 KiB |
| 3+ | |
|---|---|
| 3 | |
| 2 | |
| 1 | |
| 0 |
Length
| Max length | 2 |
|---|---|
| Median length | 1 |
| Mean length | 1.3172131 |
| Min length | 1 |
Characters and Unicode
| Total characters | 4821 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3 |
|---|---|
| 2nd row | 3+ |
| 3rd row | 3 |
| 4th row | 3+ |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 3+ | 1161 | |
| 3 | 1072 | |
| 2 | 882 | |
| 1 | 364 | 9.9% |
| 0 | 181 | 4.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3 | 2233 | |
| 2 | 882 | 24.1% |
| 1 | 364 | 9.9% |
| 0 | 181 | 4.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 2233 | |
| + | 1161 | |
| 2 | 882 | 18.3% |
| 1 | 364 | 7.6% |
| 0 | 181 | 3.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3660 | |
| Math Symbol | 1161 | 24.1% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 2233 | |
| 2 | 882 | 24.1% |
| 1 | 364 | 9.9% |
| 0 | 181 | 4.9% |
Math Symbol
| Value | Count | Frequency (%) |
| + | 1161 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4821 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 3 | 2233 | |
| + | 1161 | |
| 2 | 882 | 18.3% |
| 1 | 364 | 7.6% |
| 0 | 181 | 3.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4821 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 3 | 2233 | |
| + | 1161 | |
| 2 | 882 | 18.3% |
| 1 | 364 | 7.6% |
| 0 | 181 | 3.8% |
floorNum
Real number (ℝ)
| Distinct | 43 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 19 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.8151607 |
| Minimum | 0 |
|---|---|
| Maximum | 51 |
| Zeros | 129 |
| Zeros (%) | 3.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 5 |
| Q3 | 10 |
| 95-th percentile | 18 |
| Maximum | 51 |
| Range | 51 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 6.0195333 |
|---|---|
| Coefficient of variation (CV) | 0.88325626 |
| Kurtosis | 4.4946742 |
| Mean | 6.8151607 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 1.6887343 |
| Sum | 24814 |
| Variance | 36.234781 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 493 | |
| 2 | 488 | |
| 1 | 349 | 9.5% |
| 4 | 312 | 8.5% |
| 8 | 195 | 5.3% |
| 6 | 183 | 5.0% |
| 10 | 179 | 4.9% |
| 7 | 176 | 4.8% |
| 5 | 169 | 4.6% |
| 9 | 161 | 4.4% |
| Other values (33) | 936 |
| Value | Count | Frequency (%) |
| 0 | 129 | 3.5% |
| 1 | 349 | |
| 2 | 488 | |
| 3 | 493 | |
| 4 | 312 | |
| 5 | 169 | 4.6% |
| 6 | 183 | 5.0% |
| 7 | 176 | 4.8% |
| 8 | 195 | 5.3% |
| 9 | 161 | 4.4% |
| Value | Count | Frequency (%) |
| 51 | 1 | < 0.1% |
| 45 | 1 | < 0.1% |
| 44 | 1 | < 0.1% |
| 43 | 2 | |
| 40 | 1 | < 0.1% |
| 39 | 2 | |
| 38 | 1 | < 0.1% |
| 35 | 2 | |
| 34 | 2 | |
| 33 | 4 |
facing
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 1039 |
| Missing (%) | 28.4% |
| Memory size | 57.2 KiB |
| North-East | |
|---|---|
| East | |
| North | |
| West | |
| South | |
| Other values (3) |
Length
| Max length | 10 |
|---|---|
| Median length | 5 |
| Mean length | 6.8382297 |
| Min length | 4 |
Characters and Unicode
| Total characters | 17923 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | South-East |
|---|---|
| 2nd row | North |
| 3rd row | North-East |
| 4th row | North-West |
| 5th row | South |
Common Values
| Value | Count | Frequency (%) |
| North-East | 621 | |
| East | 620 | |
| North | 386 | 10.5% |
| West | 247 | 6.7% |
| South | 231 | 6.3% |
| North-West | 192 | 5.2% |
| South-East | 171 | 4.7% |
| South-West | 153 | 4.2% |
| (Missing) | 1039 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| north-east | 621 | |
| east | 620 | |
| north | 386 | |
| west | 247 | 9.4% |
| south | 231 | 8.8% |
| north-west | 192 | 7.3% |
| south-east | 171 | 6.5% |
| south-west | 153 | 5.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 3758 | |
| s | 2004 | |
| o | 1754 | |
| h | 1754 | |
| E | 1412 | 7.9% |
| a | 1412 | 7.9% |
| N | 1199 | 6.7% |
| r | 1199 | 6.7% |
| - | 1137 | 6.3% |
| W | 592 | 3.3% |
| Other values (3) | 1702 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 13028 | |
| Uppercase Letter | 3758 | 21.0% |
| Dash Punctuation | 1137 | 6.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| t | 3758 | |
| s | 2004 | |
| o | 1754 | |
| h | 1754 | |
| a | 1412 | 10.8% |
| r | 1199 | 9.2% |
| e | 592 | 4.5% |
| u | 555 | 4.3% |
Uppercase Letter
| Value | Count | Frequency (%) |
| E | 1412 | |
| N | 1199 | |
| W | 592 | |
| S | 555 | 14.8% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 1137 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 16786 | |
| Common | 1137 | 6.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| t | 3758 | |
| s | 2004 | |
| o | 1754 | |
| h | 1754 | |
| E | 1412 | 8.4% |
| a | 1412 | 8.4% |
| N | 1199 | 7.1% |
| r | 1199 | 7.1% |
| W | 592 | 3.5% |
| e | 592 | 3.5% |
| Other values (2) | 1110 | 6.6% |
Common
| Value | Count | Frequency (%) |
| - | 1137 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 17923 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| t | 3758 | |
| s | 2004 | |
| o | 1754 | |
| h | 1754 | |
| E | 1412 | 7.9% |
| a | 1412 | 7.9% |
| N | 1199 | 6.7% |
| r | 1199 | 6.7% |
| - | 1137 | 6.3% |
| W | 592 | 3.3% |
| Other values (3) | 1702 |
agePossession
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 57.2 KiB |
| Relatively New | |
|---|---|
| New Property | |
| Moderately Old | |
| Undefined | |
| Old Property |
Length
| Max length | 18 |
|---|---|
| Median length | 14 |
| Mean length | 13.041257 |
| Min length | 9 |
Characters and Unicode
| Total characters | 47731 |
|---|---|
| Distinct characters | 25 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Relatively New |
|---|---|
| 2nd row | New Property |
| 3rd row | Relatively New |
| 4th row | Old Property |
| 5th row | Moderately Old |
Common Values
| Value | Count | Frequency (%) |
| Relatively New | 1640 | |
| New Property | 590 | 16.1% |
| Moderately Old | 558 | 15.2% |
| Undefined | 445 | 12.2% |
| Old Property | 302 | 8.3% |
| Under Construction | 125 | 3.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| new | 2230 | |
| relatively | 1640 | |
| property | 892 | 13.0% |
| old | 860 | 12.5% |
| moderately | 558 | 8.1% |
| undefined | 445 | 6.5% |
| under | 125 | 1.8% |
| construction | 125 | 1.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 8533 | |
| l | 4698 | 9.8% |
| t | 3340 | 7.0% |
| 3215 | 6.7% | |
| y | 3090 | 6.5% |
| r | 2592 | 5.4% |
| d | 2433 | 5.1% |
| N | 2230 | 4.7% |
| w | 2230 | 4.7% |
| i | 2210 | 4.6% |
| Other values (15) | 13160 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 37641 | |
| Uppercase Letter | 6875 | 14.4% |
| Space Separator | 3215 | 6.7% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 8533 | |
| l | 4698 | |
| t | 3340 | 8.9% |
| y | 3090 | 8.2% |
| r | 2592 | 6.9% |
| d | 2433 | 6.5% |
| w | 2230 | 5.9% |
| i | 2210 | 5.9% |
| a | 2198 | 5.8% |
| o | 1700 | 4.5% |
| Other values (7) | 4617 |
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 2230 | |
| R | 1640 | |
| P | 892 | 13.0% |
| O | 860 | 12.5% |
| U | 570 | 8.3% |
| M | 558 | 8.1% |
| C | 125 | 1.8% |
Space Separator
| Value | Count | Frequency (%) |
| 3215 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 44516 | |
| Common | 3215 | 6.7% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 8533 | |
| l | 4698 | |
| t | 3340 | 7.5% |
| y | 3090 | 6.9% |
| r | 2592 | 5.8% |
| d | 2433 | 5.5% |
| N | 2230 | 5.0% |
| w | 2230 | 5.0% |
| i | 2210 | 5.0% |
| a | 2198 | 4.9% |
| Other values (14) | 10962 |
Common
| Value | Count | Frequency (%) |
| 3215 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 47731 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 8533 | |
| l | 4698 | 9.8% |
| t | 3340 | 7.0% |
| 3215 | 6.7% | |
| y | 3090 | 6.5% |
| r | 2592 | 5.4% |
| d | 2433 | 5.1% |
| N | 2230 | 4.7% |
| w | 2230 | 4.7% |
| i | 2210 | 4.6% |
| Other values (15) | 13160 |
super_built_up_area
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 593 |
|---|---|
| Distinct (%) | 31.6% |
| Missing | 1785 |
| Missing (%) | 48.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1925.2376 |
| Minimum | 89 |
|---|---|
| Maximum | 10000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.2 KiB |
Quantile statistics
| Minimum | 89 |
|---|---|
| 5-th percentile | 767 |
| Q1 | 1479.5 |
| median | 1828 |
| Q3 | 2215 |
| 95-th percentile | 3185 |
| Maximum | 10000 |
| Range | 9911 |
| Interquartile range (IQR) | 735.5 |
Descriptive statistics
| Standard deviation | 764.17218 |
|---|---|
| Coefficient of variation (CV) | 0.39692356 |
| Kurtosis | 10.349191 |
| Mean | 1925.2376 |
| Median Absolute Deviation (MAD) | 372 |
| Skewness | 1.8364563 |
| Sum | 3609820.5 |
| Variance | 583959.12 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1950 | 37 | 1.0% |
| 1650 | 37 | 1.0% |
| 2000 | 25 | 0.7% |
| 1578 | 25 | 0.7% |
| 1640 | 22 | 0.6% |
| 2150 | 22 | 0.6% |
| 1900 | 19 | 0.5% |
| 2408 | 19 | 0.5% |
| 1930 | 18 | 0.5% |
| 2812 | 17 | 0.5% |
| Other values (583) | 1634 | |
| (Missing) | 1785 |
| Value | Count | Frequency (%) |
| 89 | 1 | |
| 145 | 1 | |
| 161 | 1 | |
| 215 | 1 | |
| 216 | 1 | |
| 325 | 1 | |
| 340 | 1 | |
| 352 | 1 | |
| 380 | 1 | |
| 406 | 1 |
| Value | Count | Frequency (%) |
| 10000 | 1 | |
| 6926 | 1 | |
| 6000 | 1 | |
| 5800 | 2 | |
| 5514 | 1 | |
| 5350 | 2 | |
| 5200 | 2 | |
| 4890 | 1 | |
| 4857 | 1 | |
| 4848 | 2 |
built_up_area
Real number (ℝ)
HIGH CORRELATION  MISSING  SKEWED 
| Distinct | 641 |
|---|---|
| Distinct (%) | 38.3% |
| Missing | 1986 |
| Missing (%) | 54.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2386.1989 |
| Minimum | 2 |
|---|---|
| Maximum | 737147 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.2 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 240.65 |
| Q1 | 1110.5 |
| median | 1650 |
| Q3 | 2400 |
| 95-th percentile | 4660.5 |
| Maximum | 737147 |
| Range | 737145 |
| Interquartile range (IQR) | 1289.5 |
Descriptive statistics
| Standard deviation | 18026.927 |
|---|---|
| Coefficient of variation (CV) | 7.5546621 |
| Kurtosis | 1652.6076 |
| Mean | 2386.1989 |
| Median Absolute Deviation (MAD) | 619.5 |
| Skewness | 40.523095 |
| Sum | 3994497 |
| Variance | 3.2497009 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1800 | 41 | 1.1% |
| 3240 | 37 | 1.0% |
| 1900 | 34 | 0.9% |
| 1350 | 33 | 0.9% |
| 2700 | 32 | 0.9% |
| 900 | 28 | 0.8% |
| 1600 | 26 | 0.7% |
| 2000 | 24 | 0.7% |
| 1300 | 24 | 0.7% |
| 1700 | 23 | 0.6% |
| Other values (631) | 1372 | |
| (Missing) | 1986 |
| Value | Count | Frequency (%) |
| 2 | 1 | < 0.1% |
| 14 | 1 | < 0.1% |
| 30 | 1 | < 0.1% |
| 33 | 1 | < 0.1% |
| 50 | 3 | |
| 53 | 1 | < 0.1% |
| 55 | 1 | < 0.1% |
| 56 | 1 | < 0.1% |
| 57 | 1 | < 0.1% |
| 60 | 5 |
| Value | Count | Frequency (%) |
| 737147 | 1 | < 0.1% |
| 13500 | 1 | < 0.1% |
| 11286 | 1 | < 0.1% |
| 9500 | 1 | < 0.1% |
| 9000 | 7 | |
| 8775 | 1 | < 0.1% |
| 8286 | 1 | < 0.1% |
| 8067.8 | 1 | < 0.1% |
| 8000 | 1 | < 0.1% |
| 7500 | 2 | 0.1% |
carpet_area
Real number (ℝ)
HIGH CORRELATION  MISSING  SKEWED 
| Distinct | 731 |
|---|---|
| Distinct (%) | 39.1% |
| Missing | 1791 |
| Missing (%) | 48.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2532.5853 |
| Minimum | 15 |
|---|---|
| Maximum | 607936 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.2 KiB |
Quantile statistics
| Minimum | 15 |
|---|---|
| 5-th percentile | 350 |
| Q1 | 845 |
| median | 1300 |
| Q3 | 1790 |
| 95-th percentile | 2950 |
| Maximum | 607936 |
| Range | 607921 |
| Interquartile range (IQR) | 945 |
Descriptive statistics
| Standard deviation | 22817.978 |
|---|---|
| Coefficient of variation (CV) | 9.009757 |
| Kurtosis | 603.569 |
| Mean | 2532.5853 |
| Median Absolute Deviation (MAD) | 470 |
| Skewness | 24.313827 |
| Sum | 4733401.9 |
| Variance | 5.2066012 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1400 | 42 | 1.1% |
| 1800 | 35 | 1.0% |
| 1600 | 35 | 1.0% |
| 1200 | 31 | 0.8% |
| 1500 | 29 | 0.8% |
| 1650 | 28 | 0.8% |
| 1350 | 27 | 0.7% |
| 1300 | 23 | 0.6% |
| 1450 | 22 | 0.6% |
| 1000 | 22 | 0.6% |
| Other values (721) | 1575 | |
| (Missing) | 1791 |
| Value | Count | Frequency (%) |
| 15 | 1 | < 0.1% |
| 33 | 1 | < 0.1% |
| 48 | 1 | < 0.1% |
| 50 | 1 | < 0.1% |
| 59 | 1 | < 0.1% |
| 60 | 1 | < 0.1% |
| 66 | 1 | < 0.1% |
| 72 | 1 | < 0.1% |
| 76.44 | 3 | |
| 77.31 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 607936 | 1 | |
| 569243 | 1 | |
| 514396 | 1 | |
| 64529 | 1 | |
| 64412 | 1 | |
| 58141 | 1 | |
| 54917 | 1 | |
| 48811 | 1 | |
| 45966 | 1 | |
| 34401 | 1 |
study room
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 57.2 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 3660 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2963 | |
| 1 | 697 | 19.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 2963 | |
| 1 | 697 | 19.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2963 | |
| 1 | 697 | 19.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3660 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2963 | |
| 1 | 697 | 19.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3660 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2963 | |
| 1 | 697 | 19.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3660 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2963 | |
| 1 | 697 | 19.0% |
servant room
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 57.2 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 3660 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2341 | |
| 1 | 1319 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 2341 | |
| 1 | 1319 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2341 | |
| 1 | 1319 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3660 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2341 | |
| 1 | 1319 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3660 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2341 | |
| 1 | 1319 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3660 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2341 | |
| 1 | 1319 |
store room
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 57.2 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 3660 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 3325 | |
| 1 | 335 | 9.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 3325 | |
| 1 | 335 | 9.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 3325 | |
| 1 | 335 | 9.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3660 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 3325 | |
| 1 | 335 | 9.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3660 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 3325 | |
| 1 | 335 | 9.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3660 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 3325 | |
| 1 | 335 | 9.2% |
pooja room
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 57.2 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 3660 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 3010 | |
| 1 | 650 | 17.8% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 3010 | |
| 1 | 650 | 17.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 3010 | |
| 1 | 650 | 17.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3660 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 3010 | |
| 1 | 650 | 17.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3660 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 3010 | |
| 1 | 650 | 17.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3660 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 3010 | |
| 1 | 650 | 17.8% |
others
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 57.2 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 3660 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 3258 | |
| 1 | 402 | 11.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 3258 | |
| 1 | 402 | 11.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 3258 | |
| 1 | 402 | 11.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3660 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 3258 | |
| 1 | 402 | 11.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3660 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 3258 | |
| 1 | 402 | 11.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3660 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 3258 | |
| 1 | 402 | 11.0% |
furnishing_type
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 57.2 KiB |
| 0 | |
|---|---|
| 1 | |
| 2 | 201 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 3660 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 2 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2424 | |
| 1 | 1035 | |
| 2 | 201 | 5.5% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 2424 | |
| 1 | 1035 | |
| 2 | 201 | 5.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2424 | |
| 1 | 1035 | |
| 2 | 201 | 5.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3660 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2424 | |
| 1 | 1035 | |
| 2 | 201 | 5.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3660 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2424 | |
| 1 | 1035 | |
| 2 | 201 | 5.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3660 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2424 | |
| 1 | 1035 | |
| 2 | 201 | 5.5% |
luxury_score
Real number (ℝ)
| Distinct | 161 |
|---|---|
| Distinct (%) | 4.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 71.535519 |
| Minimum | 0 |
|---|---|
| Maximum | 174 |
| Zeros | 459 |
| Zeros (%) | 12.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 57.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 31 |
| median | 59 |
| Q3 | 110 |
| 95-th percentile | 174 |
| Maximum | 174 |
| Range | 174 |
| Interquartile range (IQR) | 79 |
Descriptive statistics
| Standard deviation | 53.067275 |
|---|---|
| Coefficient of variation (CV) | 0.74183113 |
| Kurtosis | -0.87960822 |
| Mean | 71.535519 |
| Median Absolute Deviation (MAD) | 38 |
| Skewness | 0.45973511 |
| Sum | 261820 |
| Variance | 2816.1357 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 459 | 12.5% |
| 49 | 347 | 9.5% |
| 174 | 195 | 5.3% |
| 44 | 60 | 1.6% |
| 38 | 55 | 1.5% |
| 165 | 55 | 1.5% |
| 72 | 52 | 1.4% |
| 60 | 47 | 1.3% |
| 42 | 45 | 1.2% |
| 37 | 45 | 1.2% |
| Other values (151) | 2300 |
| Value | Count | Frequency (%) |
| 0 | 459 | |
| 5 | 6 | 0.2% |
| 6 | 6 | 0.2% |
| 7 | 41 | 1.1% |
| 8 | 30 | 0.8% |
| 9 | 9 | 0.2% |
| 12 | 6 | 0.2% |
| 13 | 10 | 0.3% |
| 14 | 12 | 0.3% |
| 15 | 42 | 1.1% |
| Value | Count | Frequency (%) |
| 174 | 195 | |
| 169 | 1 | < 0.1% |
| 168 | 9 | 0.2% |
| 167 | 21 | 0.6% |
| 166 | 10 | 0.3% |
| 165 | 55 | 1.5% |
| 161 | 3 | 0.1% |
| 160 | 27 | 0.7% |
| 159 | 23 | 0.6% |
| 158 | 34 | 0.9% |
| price | price_per_sqft | area | bedRoom | bathroom | floorNum | super_built_up_area | built_up_area | carpet_area | luxury_score | property_type | balcony | facing | agePossession | study room | servant room | store room | pooja room | others | furnishing_type | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| price | 1.000 | 0.744 | 0.744 | 0.681 | 0.720 | 0.001 | 0.772 | 0.605 | 0.613 | 0.215 | 0.543 | 0.136 | 0.021 | 0.102 | 0.244 | 0.369 | 0.303 | 0.334 | 0.034 | 0.175 |
| price_per_sqft | 0.744 | 1.000 | 0.207 | 0.417 | 0.411 | -0.126 | 0.287 | 0.132 | 0.136 | 0.054 | 0.201 | 0.033 | 0.000 | 0.046 | 0.030 | 0.044 | 0.000 | 0.043 | 0.036 | 0.022 |
| area | 0.744 | 0.207 | 1.000 | 0.624 | 0.687 | 0.116 | 0.948 | 0.835 | 0.801 | 0.259 | 0.028 | 0.011 | 0.022 | 0.000 | 0.018 | 0.015 | 0.039 | 0.037 | 0.042 | 0.043 |
| bedRoom | 0.681 | 0.417 | 0.624 | 1.000 | 0.862 | -0.100 | 0.800 | 0.397 | 0.573 | 0.058 | 0.592 | 0.174 | 0.029 | 0.124 | 0.148 | 0.315 | 0.224 | 0.288 | 0.073 | 0.166 |
| bathroom | 0.720 | 0.411 | 0.687 | 0.862 | 1.000 | -0.002 | 0.819 | 0.486 | 0.603 | 0.180 | 0.469 | 0.224 | 0.039 | 0.107 | 0.170 | 0.519 | 0.244 | 0.284 | 0.064 | 0.192 |
| floorNum | 0.001 | -0.126 | 0.116 | -0.100 | -0.002 | 1.000 | 0.152 | 0.090 | 0.158 | 0.232 | 0.482 | 0.079 | 0.000 | 0.123 | 0.076 | 0.086 | 0.111 | 0.101 | 0.033 | 0.026 |
| super_built_up_area | 0.772 | 0.287 | 0.948 | 0.800 | 0.819 | 0.152 | 1.000 | 0.926 | 0.894 | 0.222 | 1.000 | 0.306 | 0.000 | 0.080 | 0.121 | 0.584 | 0.046 | 0.157 | 0.084 | 0.132 |
| built_up_area | 0.605 | 0.132 | 0.835 | 0.397 | 0.486 | 0.090 | 0.926 | 1.000 | 0.969 | 0.294 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.091 |
| carpet_area | 0.613 | 0.136 | 0.801 | 0.573 | 0.603 | 0.158 | 0.894 | 0.969 | 1.000 | 0.240 | 0.000 | 0.026 | 0.000 | 0.000 | 0.004 | 0.000 | 0.000 | 0.000 | 0.017 | 0.000 |
| luxury_score | 0.215 | 0.054 | 0.259 | 0.058 | 0.180 | 0.232 | 0.222 | 0.294 | 0.240 | 1.000 | 0.330 | 0.224 | 0.065 | 0.224 | 0.180 | 0.346 | 0.229 | 0.187 | 0.175 | 0.238 |
| property_type | 0.543 | 0.201 | 0.028 | 0.592 | 0.469 | 0.482 | 1.000 | 0.000 | 0.000 | 0.330 | 1.000 | 0.212 | 0.093 | 0.356 | 0.123 | 0.062 | 0.241 | 0.250 | 0.024 | 0.085 |
| balcony | 0.136 | 0.033 | 0.011 | 0.174 | 0.224 | 0.079 | 0.306 | 0.000 | 0.026 | 0.224 | 0.212 | 1.000 | 0.017 | 0.229 | 0.180 | 0.439 | 0.144 | 0.194 | 0.080 | 0.177 |
| facing | 0.021 | 0.000 | 0.022 | 0.029 | 0.039 | 0.000 | 0.000 | 1.000 | 0.000 | 0.065 | 0.093 | 0.017 | 1.000 | 0.090 | 0.000 | 0.034 | 0.037 | 0.031 | 0.000 | 0.054 |
| agePossession | 0.102 | 0.046 | 0.000 | 0.124 | 0.107 | 0.123 | 0.080 | 0.000 | 0.000 | 0.224 | 0.356 | 0.229 | 0.090 | 1.000 | 0.109 | 0.282 | 0.142 | 0.186 | 0.107 | 0.214 |
| study room | 0.244 | 0.030 | 0.018 | 0.148 | 0.170 | 0.076 | 0.121 | 0.000 | 0.004 | 0.180 | 0.123 | 0.180 | 0.000 | 0.109 | 1.000 | 0.181 | 0.226 | 0.309 | 0.026 | 0.136 |
| servant room | 0.369 | 0.044 | 0.015 | 0.315 | 0.519 | 0.086 | 0.584 | 0.000 | 0.000 | 0.346 | 0.062 | 0.439 | 0.034 | 0.282 | 0.181 | 1.000 | 0.159 | 0.249 | 0.000 | 0.265 |
| store room | 0.303 | 0.000 | 0.039 | 0.224 | 0.244 | 0.111 | 0.046 | 0.000 | 0.000 | 0.229 | 0.241 | 0.144 | 0.037 | 0.142 | 0.226 | 0.159 | 1.000 | 0.305 | 0.106 | 0.154 |
| pooja room | 0.334 | 0.043 | 0.037 | 0.288 | 0.284 | 0.101 | 0.157 | 0.000 | 0.000 | 0.187 | 0.250 | 0.194 | 0.031 | 0.186 | 0.309 | 0.249 | 0.305 | 1.000 | 0.028 | 0.213 |
| others | 0.034 | 0.036 | 0.042 | 0.073 | 0.064 | 0.033 | 0.084 | 0.000 | 0.017 | 0.175 | 0.024 | 0.080 | 0.000 | 0.107 | 0.026 | 0.000 | 0.106 | 0.028 | 1.000 | 0.061 |
| furnishing_type | 0.175 | 0.022 | 0.043 | 0.166 | 0.192 | 0.026 | 0.132 | 0.091 | 0.000 | 0.238 | 0.085 | 0.177 | 0.054 | 0.214 | 0.136 | 0.265 | 0.154 | 0.213 | 0.061 | 1.000 |
| property_type | society | sector | price | price_per_sqft | area | areaWithType | bedRoom | bathroom | balcony | floorNum | facing | agePossession | super_built_up_area | built_up_area | carpet_area | study room | servant room | store room | pooja room | others | furnishing_type | luxury_score | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | flat | shree vardhman victoria | sector 70 | 1.55 | 7948.0 | 1950.0 | Super Built up area 1950(181.16 sq.m.)Carpet area: 1161 sq.ft. (107.86 sq.m.) | 3 | 3 | 3 | 6.0 | South-East | Relatively New | 1950.0 | NaN | 1161.0 | 1 | 1 | 0 | 1 | 1 | 0 | 49 |
| 1 | flat | supertech araville | sector 79 | 0.71 | 6061.0 | 1171.0 | Super Built up area 1295(120.31 sq.m.)Carpet area: 1250 sq.ft. (116.13 sq.m.) | 2 | 2 | 3+ | 17.0 | North | New Property | 1295.0 | NaN | 1250.0 | 0 | 0 | 0 | 0 | 1 | 0 | 53 |
| 2 | flat | ss the leaf | sector 85 | 1.22 | 13318.0 | 916.0 | Super Built up area 1772(164.62 sq.m.)Built Up area: 1300 sq.ft. (120.77 sq.m.)Carpet area: 916 sq.ft. (85.1 sq.m.) | 2 | 2 | 3 | 16.0 | North-East | Relatively New | 1772.0 | 1300.0 | 916.0 | 0 | 0 | 1 | 0 | 0 | 0 | 81 |
| 3 | flat | dlf new town heights | sector 90 | 1.25 | 8638.0 | 1447.0 | Carpet area: 1447 (134.43 sq.m.) | 3 | 4 | 3+ | 0.0 | North-West | Old Property | NaN | NaN | 1447.0 | 0 | 1 | 0 | 0 | 0 | 2 | 31 |
| 4 | flat | chd avenue | sector 71 | 0.95 | 7929.0 | 1198.0 | Super Built up area 1198(111.3 sq.m.) | 2 | 2 | 2 | 5.0 | South | Moderately Old | 1198.0 | NaN | NaN | 0 | 0 | 0 | 0 | 0 | 1 | 142 |
| 5 | flat | emaar mgf the palm drive | sector 66 | 3.20 | 17777.0 | 1800.0 | Super Built up area 2200(204.39 sq.m.)Carpet area: 1800 sq.ft. (167.23 sq.m.) | 3 | 3 | 3 | 12.0 | South-West | Relatively New | 2200.0 | NaN | 1800.0 | 1 | 1 | 1 | 1 | 0 | 0 | 117 |
| 6 | flat | m3m heights | sector 65 | 2.29 | 15980.0 | 1433.0 | Carpet area: 1433 (133.13 sq.m.) | 2 | 2 | 3 | 8.0 | NaN | Under Construction | NaN | NaN | 1433.0 | 1 | 0 | 0 | 0 | 0 | 0 | 15 |
| 7 | flat | central park flower valley aqua front towers | sector 33 | 2.10 | 11738.0 | 1789.0 | Super Built up area 1789(166.2 sq.m.) | 3 | 3 | 2 | 6.0 | NaN | Under Construction | 1789.0 | NaN | NaN | 0 | 0 | 0 | 0 | 0 | 0 | 24 |
| 8 | flat | orchid petals | sector 49 | 2.45 | 11887.0 | 2061.0 | Super Built up area 2061(191.47 sq.m.) | 3 | 3 | 3 | 0.0 | North-East | Relatively New | 2061.0 | NaN | NaN | 1 | 0 | 0 | 0 | 0 | 0 | 49 |
| 9 | house | dlf alameda | sector 73 | 17.00 | 35109.0 | 4842.0 | Plot area 4842(449.84 sq.m.)Built Up area: 9000 sq.ft. (836.13 sq.m.) | 5 | 8 | 3 | 3.0 | North-West | Relatively New | NaN | 9000.0 | NaN | 1 | 1 | 1 | 1 | 0 | 2 | 87 |
| property_type | society | sector | price | price_per_sqft | area | areaWithType | bedRoom | bathroom | balcony | floorNum | facing | agePossession | super_built_up_area | built_up_area | carpet_area | study room | servant room | store room | pooja room | others | furnishing_type | luxury_score | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3775 | flat | tulip violet | sector 69 | 1.20 | 8888.0 | 1350.0 | Super Built up area 1350(125.42 sq.m.) | 2 | 3 | 1 | 0.0 | North-West | Relatively New | 1350.0 | NaN | NaN | 0 | 0 | 0 | 0 | 0 | 0 | 150 |
| 3776 | house | independent | sector 48 | 5.50 | 23504.0 | 2340.0 | Plot area 260(217.39 sq.m.) | 4 | 4 | 2 | 2.0 | North | Relatively New | NaN | 2340.0 | NaN | 0 | 1 | 0 | 0 | 0 | 1 | 22 |
| 3777 | flat | breez global hill view | sohna road | 2.60 | 46917.0 | 554.0 | Carpet area: 554.16 (51.48 sq.m.) | 2 | 2 | 2 | 6.0 | NaN | New Property | NaN | NaN | 554.125572 | 0 | 0 | 0 | 0 | 0 | 0 | 42 |
| 3778 | flat | chanderlok society | sector 28 | 0.90 | 7234.0 | 1244.0 | Carpet area: 1244 (115.57 sq.m.) | 4 | 2 | 3+ | 1.0 | NaN | Old Property | NaN | NaN | 1244.000000 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 3779 | flat | bestech park view residency | sector 2 | 0.55 | 8461.0 | 650.0 | Super Built up area 650(60.39 sq.m.) | 1 | 1 | 2 | 7.0 | North | Moderately Old | 650.0 | NaN | NaN | 0 | 0 | 0 | 0 | 0 | 0 | 31 |
| 3780 | flat | pareena mi casa | sector 68 | 1.15 | 9236.0 | 1245.0 | Super Built up area 1245(115.66 sq.m.) | 2 | 2 | 3 | 8.0 | East | New Property | 1245.0 | NaN | NaN | 0 | 0 | 0 | 0 | 0 | 0 | 49 |
| 3781 | flat | hero homes | dwarka expressway | 1.60 | 7825.0 | 2045.0 | Super Built up area 1689(156.91 sq.m.) | 3 | 3 | 3 | 1.0 | NaN | New Property | 1689.0 | NaN | NaN | 0 | 0 | 0 | 0 | 0 | 0 | 49 |
| 3782 | flat | emaar mgf emerald floors premier | sector 65 | 3.50 | 17721.0 | 1975.0 | Super Built up area 1975(183.48 sq.m.) | 4 | 4 | 3 | 4.0 | East | Relatively New | 1975.0 | NaN | NaN | 0 | 1 | 0 | 0 | 0 | 1 | 114 |
| 3783 | flat | parsvnath green ville | sector 48 | 1.50 | 8787.0 | 1707.0 | Super Built up area 1707(158.59 sq.m.)Built Up area: 1600 sq.ft. (148.64 sq.m.)Carpet area: 1400 sq.ft. (130.06 sq.m.) | 3 | 3 | 3 | 1.0 | North | Old Property | 1707.0 | 1600.0 | 1400.000000 | 0 | 0 | 0 | 0 | 0 | 1 | 128 |
| 3784 | flat | smriti apartment | sector 56 | 0.60 | 10000.0 | 600.0 | Super Built up area 600(55.74 sq.m.) | 1 | 1 | 1 | 2.0 | NaN | Moderately Old | 600.0 | NaN | NaN | 0 | 0 | 0 | 0 | 0 | 0 | 49 |